Download the fantastic book titled Recent Advances in Swarm Intelligence and Evolutionary Computation written by Xin-She Yang, available in its entirety in both PDF and EPUB formats for online reading. This page includes a concise summary, a preview of the book cover, and detailed information about "Recent Advances in Swarm Intelligence and Evolutionary Computation", which was released on 27 December 2014. We suggest perusing the summary before initiating your download. This book is a top selection for enthusiasts of the Technology & Engineering genre.
Summary of Recent Advances in Swarm Intelligence and Evolutionary Computation by Xin-She Yang PDF
This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others. As a timely review, this book can serve as an ideal reference for graduates, lecturers, engineers and researchers in computer science, evolutionary computing, artificial intelligence, machine learning, computational intelligence, data mining, engineering optimization and designs.
Detail About Recent Advances in Swarm Intelligence and Evolutionary Computation PDF
- Author : Xin-She Yang
- Publisher : Springer
- Genre : Technology & Engineering
- Total Pages : 300 pages
- ISBN : 331913826X
- Release Date : 27 December 2014
- PDF File Size : 51,8 Mb
- Language : English
- Rating : 4/5 from 21 reviews
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